Evaluation of complex petroleum reservoirs based on data mining methods

In this study, we introduce the application of data mining to petroleum exploration and development to obtain high-performance predictive models and optimal classifications of geology, reservoirs, reservoir beds, and fluid properties. Data mining is a practical method for finding characteristics of,...

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Veröffentlicht in:	Computational geosciences 2017-02, Vol.21 (1), p.151-165
Hauptverfasser:	Tan, Fengqi, Luo, Gang, Wang, Duojun, Chen, Yangkang
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Classification Classifications Cluster analysis Data mining Earth and Environmental Science Earth Sciences Geophysics Geotechnical Engineering & Applied Earth Sciences Hydrogeology Mathematical Modeling and Industrial Mathematics Mathematical models Oil and gas exploration Oil and gas fields Optimization Original Paper Parameters Petroleum Petroleum geology Prediction models Reservoirs Soil Science & Conservation Studies
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